research
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09/12/2023
A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-Scale
Shampoo is an online and stochastic optimization algorithm belonging to ...
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02/01/2022
TopoOpt: Optimizing the Network Topology for Distributed DNN Training
We explore a novel approach for building DNN training clusters using com...
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05/31/2019
Deep Learning Recommendation Model for Personalization and Recommendation Systems
With the advent of deep learning, neural network-based recommendation mo...
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11/16/2010
